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ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting

서현우 , Lim, Chiehyeon

Conference Paper Issue Date2025-08-03 View63

LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs

윤기혁 , Lim, Chiehyeon

Conference Paper Issue Date2025-02-25 View16

Dual Cone Gradient Descent for Training Physics-Informed Neural Networks

Hwang, Youngsik , Lim, Dong-Young

Conference Paper Issue Date2024-12-10 View22

Accurate monitoring of machining process of Ti-6Al-4V using deep multi-task learning

Park, Soyeon , Yang, Sang Min , Kim, Gyeongho , Kim, Dong Min , Lee, Hoon Hee , Choi, Jae Gyeong , Jeon, Sujin , Lim, Sunghoon , Park, Hyung Wook

Conference Paper Issue Date2024-11-28 View16

Stable Neural Stochastic Diﬀerential Equations for Irregular Time Series Classification

Oh, YongKyung , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2024-11-23 View15

Style Trigger Visualization via GAN and Style Transfer Networks for Robust AI

Yun, J , Jung, Y , Baek, J , Park, Saerom

Conference Paper Issue Date2024-11-22 View4

Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples

Lee, C , Lim, Chiehyeon

Conference Paper Issue Date2024-11-16 View34

Stock Recommendations for Individual Investors: A Temporal Graph Network Approach with Mean-Variance Efficient Sampling File

Lee, Youngbin , Kim, Yejin , Sanz-Cruzado, Javier , Mccreadie, Richard , Lee, Yongjae

Conference Paper Issue Date2024-11-14 View18

Can GANs Learn the Stylized Facts of Financial Time Series? File

Kwon, Sohyeon , Lee, Yongjae

Conference Paper Issue Date2024-11-14 View16

Continual learning-based remaining useful life prediction of machining tools under varying operating conditions

Kim, Gyeongho , Kang, Yun Seok , Yang, Sang Min , Choi, Jae Gyeong , Hwang, Gahyun , Kim, Juhyun , Lim, Chansung , Park, Hyung Wook , Lim, Sunghoon

Conference Paper Issue Date2024-11-01 View17

Addressing Spatial Gaps in XCO2 Monitoring: A Machine Learning Approach for South Korea

Cho, Hyejin , Kam, Seungsu , Jeon, Byeonghoon , Lee, Keumyong , Kim, Sungil

Conference Paper Issue Date2024-10-25 View15

불확실성 기반 멀티 태스크 학습을 활용한 공정 모니터링

Park, Soyeon , Yang, Sang Min , Kim, Gyeongho , Cheon, Ji Yeon , Lim, Sunghoon

Conference Paper Issue Date2024-10-24 View22

Hybrid Deep Active Learning Under Low-Budget Scenarios for Efficient Fault Detection

Kim, Gyeongho , Choi, Jae Gyeong , Jeon, Sujin , Park, Soyeon , Kim, Juhyun , Cheon, Ji Yeon , Lim, Chansung , Lim, Sunghoon

Conference Paper Issue Date2024-10-24 View20

Continual learning-based remaining useful life prediction of machining tools under varying operating conditions

Kim, Gyeongho , Kang, Yun Seok , Yang, Sang Min , Choi, Jae Gyeong , Hwang, Gahyun , Park, Hyung Wook , Lim, Sunghoon

Conference Paper Issue Date2024-10-20 View18

Exploiting General Purpose Big-Data Frameworks inProcess Mining: TheCase ofDeclarative Process Discovery File

Mavroudopoulos, Ioannis , Varvoutas, Konstantinos , Kougka, Georgia , Gounaris, Anastasios , Comuzzi, Marco

Conference Paper Issue Date2024-09-01 View16

Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors from AIS Data in Maritime Logistics

Oh, YongKyung , Kim, Sungil

Conference Paper Issue Date2024-08-29 View22

Privacy-Preserving Embedding via Look-up Table Evaluation with Fully Homomorphic Encryption

Kim, Jaeyun , Lee, Joohee , Cheon, Jung-Hee , Park, Saerom

Conference Paper Issue Date2024-07-23 View39

다중 가공 조건에서의 공구 잔여 수명 예측을 위한 연속학습 방법론 개발

Kim, Gyeongho , Kang, Yunseok , Yang, Sang Min , Choi, Jae Gyeong , Hwang, Gahyun , Kim, Juhyun , Cheon, Ji Yeon , Lim, Chansung , Park, Hyung Wook , Lim, Sunghoon

Conference Paper Issue Date2024-07-19 View34

QCQP-Net: Reliably Learning Feasible Alternating Current Optimal Power Flow Solutions Under Constraints

Zeng, Sihan , Kim, Youngdae , Ren, Yuxuan , Kim, Kibaek

Conference Paper Issue Date2024-07-15 View30

Domain-Knowledge-Informed Functional Outlier Detection for Line Quality Control Systems

Kim, Sungil

Conference Paper Issue Date2024-07-02 View26

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